Are the tensor contractions in "High-Performance Tensor Contractions for GPUs" integrated into MAGMA?

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Yakup Budanaz

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Oct 16, 2023, 2:45:29 AM10/16/23
to MAGMA User
Hi,

I wanted to quickly ask: are the tensor contractions introduced in the work High-Performance Tensor Contractions for GPUs integrated into MAGMA? I checked the documentation, but could not find the routines on tensor contractions in the documentation (2.7.1). The future-work mentioned that the implementation would be incorporated into MAGMA, and I wanted to double-check.

Best Regards,
Yakup Budanaz

Ahmad Abdelfattah

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Oct 16, 2023, 9:01:00 AM10/16/23
to Yakup Budanaz, MAGMA User
Hi Yakup,

The results in Figure 3 of this paper are obtained by running the kernel under magmablas/zgemm_batched_smallsq.cu. This kernel performs matrix multiplications on very small square matrices, which can be used for tensor contractions. The code is written for the double complex precision, which is used to auto-generate other precisions when magma is built. 

Ahmad


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